Quality_Test

Brought to you by YData

Dataset statistics

Number of variables	15
Number of observations	75
Missing cells	68
Missing cells (%)	6.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	23.6 KiB
Average record size in memory	322.8 B

Variable types

Categorical	3
DateTime	1
Numeric	11

Alerts

`Cancelled Wagers` is highly overall correlated with `Federal Excise Tax (4)` and 10 other fields	High correlation
`Federal Excise Tax (4)` is highly overall correlated with `Cancelled Wagers` and 9 other fields	High correlation
`Fiscal Year` is highly overall correlated with `Notes`	High correlation
`Licensee` is highly overall correlated with `Cancelled Wagers` and 10 other fields	High correlation
`Notes` is highly overall correlated with `Cancelled Wagers` and 3 other fields	High correlation
`Online Sports Wagering Win/(Loss)` is highly overall correlated with `Cancelled Wagers` and 9 other fields	High correlation
`Patron Winnings` is highly overall correlated with `Cancelled Wagers` and 9 other fields	High correlation
`Payment (7)` is highly overall correlated with `Cancelled Wagers` and 9 other fields	High correlation
`Promotional Coupons or Credits Wagered (5)` is highly overall correlated with `Cancelled Wagers` and 9 other fields	High correlation
`Promotional Deduction (6)` is highly overall correlated with `Cancelled Wagers` and 10 other fields	High correlation
`Total Gross Gaming Revenue` is highly overall correlated with `Cancelled Wagers` and 9 other fields	High correlation
`Unadjusted Monthly Gaming Revenue` is highly overall correlated with `Cancelled Wagers` and 9 other fields	High correlation
`Wagers` is highly overall correlated with `Cancelled Wagers` and 9 other fields	High correlation
`Notes` has 68 (90.7%) missing values	Missing
`Licensee` is uniformly distributed	Uniform
`Wagers` has unique values	Unique
`Patron Winnings` has unique values	Unique
`Cancelled Wagers` has unique values	Unique
`Monthly Resettlements (3)` has unique values	Unique
`Online Sports Wagering Win/(Loss)` has unique values	Unique
`Federal Excise Tax (4)` has unique values	Unique
`Unadjusted Monthly Gaming Revenue` has unique values	Unique
`Promotional Coupons or Credits Wagered (5)` has unique values	Unique
`Promotional Deduction (6)` has unique values	Unique
`Total Gross Gaming Revenue` has unique values	Unique
`Payment (7)` has unique values	Unique

Reproduction

Analysis started	2025-05-09 07:18:55.098082
Analysis finished	2025-05-09 07:19:09.748593
Duration	14.65 seconds
Software version	ydata-profiling vv4.16.1
Download configuration	config.json

Licensee
Categorical

High correlation Uniform

Distinct	3
Distinct (%)	4.0%
Missing	0
Missing (%)	0.0%
Memory size	5.4 KiB

MPI Master Wagering License CT, LLC	25
Mohegan Digital, LLC	25
CT Lottery Corp	25

Length

Max length	35
Median length	20
Mean length	23.333333
Min length	15

Characters and Unicode

Total characters	1750
Distinct characters	24
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	MPI Master Wagering License CT, LLC
2nd row	Mohegan Digital, LLC
3rd row	CT Lottery Corp
4th row	MPI Master Wagering License CT, LLC
5th row	Mohegan Digital, LLC

Common Values

Value	Count	Frequency (%)
MPI Master Wagering License CT, LLC	25	33.3%
Mohegan Digital, LLC	25	33.3%
CT Lottery Corp	25	33.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
ct	50	16.7%
llc	50	16.7%
master	25	8.3%
mpi	25	8.3%
license	25	8.3%
wagering	25	8.3%
mohegan	25	8.3%
digital	25	8.3%
lottery	25	8.3%
corp	25	8.3%

Most occurring characters

Value	Count	Frequency (%)
	225	12.9%
e	150	8.6%
L	150	8.6%
C	125	7.1%
g	100	5.7%
r	100	5.7%
a	100	5.7%
t	100	5.7%
i	100	5.7%
n	75	4.3%
Other values (14)	525	30.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1750	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	225	12.9%
e	150	8.6%
L	150	8.6%
C	125	7.1%
g	100	5.7%
r	100	5.7%
a	100	5.7%
t	100	5.7%
i	100	5.7%
n	75	4.3%
Other values (14)	525	30.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1750	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	225	12.9%
e	150	8.6%
L	150	8.6%
C	125	7.1%
g	100	5.7%
r	100	5.7%
a	100	5.7%
t	100	5.7%
i	100	5.7%
n	75	4.3%
Other values (14)	525	30.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1750	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	225	12.9%
e	150	8.6%
L	150	8.6%
C	125	7.1%
g	100	5.7%
r	100	5.7%
a	100	5.7%
t	100	5.7%
i	100	5.7%
n	75	4.3%
Other values (14)	525	30.0%

Fiscal Year
Categorical

High correlation

Distinct	3
Distinct (%)	4.0%
Missing	0
Missing (%)	0.0%
Memory size	4.2 KiB

2022/23	36
2021/22	27
2023/24	12

Length

Max length	7
Median length	7
Mean length	7
Min length	7

Characters and Unicode

Total characters	525
Distinct characters	6
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2023/24
2nd row	2023/24
3rd row	2023/24
4th row	2023/24
5th row	2023/24

Common Values

Value	Count	Frequency (%)
2022/23	36	48.0%
2021/22	27	36.0%
2023/24	12	16.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2022/23	36	48.0%
2021/22	27	36.0%
2023/24	12	16.0%

Most occurring characters

Value	Count	Frequency (%)
2	288	54.9%
0	75	14.3%
/	75	14.3%
3	48	9.1%
1	27	5.1%
4	12	2.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	525	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
2	288	54.9%
0	75	14.3%
/	75	14.3%
3	48	9.1%
1	27	5.1%
4	12	2.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	525	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
2	288	54.9%
0	75	14.3%
/	75	14.3%
3	48	9.1%
1	27	5.1%
4	12	2.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	525	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
2	288	54.9%
0	75	14.3%
/	75	14.3%
3	48	9.1%
1	27	5.1%
4	12	2.3%

Month Ending
Date

Distinct	25
Distinct (%)	33.3%
Missing	0
Missing (%)	0.0%
Memory size	732.0 B

Minimum	2021-10-31 00:00:00
Maximum	2023-10-31 00:00:00
Invalid dates	0
Invalid dates (%)	0.0%

Histogram with fixed size bins (bins=25)

Wagers
Real number (ℝ)

High correlation Unique

Distinct	75
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	40039836

Minimum	3246536
Maximum	88261046
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	732.0 B

Quantile statistics

Minimum	3246536
5-th percentile	8860034.1
Q1	13664534
median	41063793
Q3	60771806
95-th percentile	74278564
Maximum	88261046
Range	85014510
Interquartile range (IQR)	47107272

Descriptive statistics

Standard deviation	23958829
Coefficient of variation (CV)	0.59837481
Kurtosis	-1.3777643
Mean	40039836
Median Absolute Deviation (MAD)	25192806
Skewness	0.045229716
Sum	3.0029877 × 10⁹
Variance	5.740255 × 10¹⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
88261046	1	1.3%
75578037	1	1.3%
13331951	1	1.3%
79064255	1	1.3%
75742477	1	1.3%
15417664	1	1.3%
37127221	1	1.3%
37621550	1	1.3%
10162805	1	1.3%
39969518	1	1.3%
Other values (65)	65	86.7%

Value	Count	Frequency (%)
3246536	1	1.3%
8504508	1	1.3%
8512696	1	1.3%
8518887	1	1.3%
9006240	1	1.3%
9298914	1	1.3%
9480658	1	1.3%
9728070	1	1.3%
9777896	1	1.3%
9988853	1	1.3%

Value	Count	Frequency (%)
88261046	1	1.3%
79064255	1	1.3%
75742477	1	1.3%
75578037	1	1.3%
73721647	1	1.3%
73377779	1	1.3%
72443757	1	1.3%
69131840	1	1.3%
69000492	1	1.3%
68869666	1	1.3%

Patron Winnings
Real number (ℝ)

High correlation Unique

Distinct	75
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	36030915

Minimum	2901339
Maximum	80492445
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	732.0 B

Quantile statistics

Minimum	2901339
5-th percentile	8113641
Q1	12838074
median	36116631
Q3	55438338
95-th percentile	66521124
Maximum	80492445
Range	77591106
Interquartile range (IQR)	42600264

Descriptive statistics

Standard deviation	21485771
Coefficient of variation (CV)	0.59631489
Kurtosis	-1.3535142
Mean	36030915
Median Absolute Deviation (MAD)	21770642
Skewness	0.063854425
Sum	2.7023186 × 10⁹
Variance	4.6163837 × 10¹⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
80492445	1	1.3%
66242159	1	1.3%
11960580	1	1.3%
72235151	1	1.3%
66066300	1	1.3%
14480088	1	1.3%
33247151	1	1.3%
33644709	1	1.3%
9166153	1	1.3%
35703399	1	1.3%
Other values (65)	65	86.7%

Value	Count	Frequency (%)
2901339	1	1.3%
7560957	1	1.3%
7620868	1	1.3%
7660972	1	1.3%
8307642	1	1.3%
8395848	1	1.3%
8508929	1	1.3%
8790467	1	1.3%
8930482	1	1.3%
9049691	1	1.3%

Value	Count	Frequency (%)
80492445	1	1.3%
72235151	1	1.3%
67349094	1	1.3%
67172043	1	1.3%
66242159	1	1.3%
66066300	1	1.3%
65207806	1	1.3%
64101091	1	1.3%
62906213	1	1.3%
62213083	1	1.3%

Cancelled Wagers
Real number (ℝ)

High correlation Unique

Distinct	75
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	180422.28

Minimum	11400
Maximum	888312
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	732.0 B

Quantile statistics

Minimum	11400
5-th percentile	18518
Q1	54024
median	150176
Q3	225835
95-th percentile	452849.2
Maximum	888312
Range	876912
Interquartile range (IQR)	171811

Descriptive statistics

Standard deviation	167676.17
Coefficient of variation (CV)	0.92935399
Kurtosis	6.8312509
Mean	180422.28
Median Absolute Deviation (MAD)	94998
Skewness	2.2052509
Sum	13531671
Variance	2.8115297 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
159833	1	1.3%
114432	1	1.3%
25745	1	1.3%
191177	1	1.3%
219048	1	1.3%
37899	1	1.3%
196620	1	1.3%
193465	1	1.3%
45952	1	1.3%
198949	1	1.3%
Other values (65)	65	86.7%

Value	Count	Frequency (%)
11400	1	1.3%
11418	1	1.3%
14674	1	1.3%
17510	1	1.3%
18950	1	1.3%
23778	1	1.3%
25745	1	1.3%
26918	1	1.3%
30092	1	1.3%
31622	1	1.3%

Value	Count	Frequency (%)
888312	1	1.3%
881477	1	1.3%
509831	1	1.3%
506360	1	1.3%
429916	1	1.3%
380201	1	1.3%
378368	1	1.3%
358976	1	1.3%
340402	1	1.3%
320444	1	1.3%

Monthly Resettlements (3)
Real number (ℝ)

Unique

Distinct	75
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	25199.36

Minimum	-264510
Maximum	370199
Zeros	0
Zeros (%)	0.0%
Negative	17
Negative (%)	22.7%
Memory size	732.0 B

Quantile statistics

Minimum	-264510
5-th percentile	-53867.5
Q1	90
median	10471
Q3	46798.5
95-th percentile	132901
Maximum	370199
Range	634709
Interquartile range (IQR)	46708.5

Descriptive statistics

Standard deviation	70275.425
Coefficient of variation (CV)	2.7887782
Kurtosis	10.723238
Mean	25199.36
Median Absolute Deviation (MAD)	17960
Skewness	0.88206583
Sum	1889952
Variance	4.9386354 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-16787	1	1.3%
51957	1	1.3%
6502	1	1.3%
-264510	1	1.3%
-72833	1	1.3%
5776	1	1.3%
-11512	1	1.3%
58189	1	1.3%
9550	1	1.3%
-220	1	1.3%
Other values (65)	65	86.7%

Value	Count	Frequency (%)
-264510	1	1.3%
-109352	1	1.3%
-72833	1	1.3%
-69005	1	1.3%
-47380	1	1.3%
-28271	1	1.3%
-16787	1	1.3%
-11512	1	1.3%
-6865	1	1.3%
-4971	1	1.3%

Value	Count	Frequency (%)
370199	1	1.3%
168505	1	1.3%
166787	1	1.3%
146530	1	1.3%
127060	1	1.3%
112645	1	1.3%
108792	1	1.3%
87270	1	1.3%
72442	1	1.3%
65525	1	1.3%

Online Sports Wagering Win/(Loss)
Real number (ℝ)

High correlation Unique

Distinct	75
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3803298.8

Minimum	293732
Maximum	9529961
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	732.0 B

Quantile statistics

Minimum	293732
5-th percentile	596382.6
Q1	966650.5
median	3454517
Q3	6057848.5
95-th percentile	8570190.3
Maximum	9529961
Range	9236229
Interquartile range (IQR)	5091198

Descriptive statistics

Standard deviation	2741909.6
Coefficient of variation (CV)	0.72092932
Kurtosis	-1.012803
Mean	3803298.8
Median Absolute Deviation (MAD)	2513367
Skewness	0.41662359
Sum	2.8524741 × 10⁸
Variance	7.5180683 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
7625553	1	1.3%
9169489	1	1.3%
1339123	1	1.3%
6902437	1	1.3%
9529961	1	1.3%
893901	1	1.3%
3694961	1	1.3%
3725189	1	1.3%
941150	1	1.3%
4067391	1	1.3%
Other values (65)	65	86.7%

Value	Count	Frequency (%)
293732	1	1.3%
443848	1	1.3%
444003	1	1.3%
550359	1	1.3%
616107	1	1.3%
663650	1	1.3%
761722	1	1.3%
776387	1	1.3%
782302	1	1.3%
790424	1	1.3%

Value	Count	Frequency (%)
9529961	1	1.3%
9259168	1	1.3%
9210202	1	1.3%
9169489	1	1.3%
8313348	1	1.3%
8099159	1	1.3%
8089935	1	1.3%
7625553	1	1.3%
7398294	1	1.3%
7390714	1	1.3%

Federal Excise Tax (4)
Real number (ℝ)

High correlation Unique

Distinct	75
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	96960.6

Minimum	8013
Maximum	212331
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	732.0 B

Quantile statistics

Minimum	8013
5-th percentile	22072.8
Q1	34036
median	98380
Q3	146991
95-th percentile	179861.3
Maximum	212331
Range	204318
Interquartile range (IQR)	112955

Descriptive statistics

Standard deviation	57604.259
Coefficient of variation (CV)	0.59409966
Kurtosis	-1.3856668
Mean	96960.6
Median Absolute Deviation (MAD)	59931
Skewness	0.050419436
Sum	7272045
Variance	3.3182507 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
212331	1	1.3%
181797	1	1.3%
33265	1	1.3%
188874	1	1.3%
181472	1	1.3%
38449	1	1.3%
90348	1	1.3%
91098	1	1.3%
25292	1	1.3%
98021	1	1.3%
Other values (65)	65	86.7%

Value	Count	Frequency (%)
8013	1	1.3%
21047	1	1.3%
21193	1	1.3%
21279	1	1.3%
22413	1	1.3%
23118	1	1.3%
23623	1	1.3%
24205	1	1.3%
24293	1	1.3%
24834	1	1.3%

Value	Count	Frequency (%)
212331	1	1.3%
188874	1	1.3%
181797	1	1.3%
181472	1	1.3%
179171	1	1.3%
177370	1	1.3%
175023	1	1.3%
169448	1	1.3%
168668	1	1.3%
167935	1	1.3%

Unadjusted Monthly Gaming Revenue
Real number (ℝ)

High correlation Unique

Distinct	75
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3706338.2

Minimum	285720
Maximum	9348489
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	732.0 B

Quantile statistics

Minimum	285720
5-th percentile	562831.6
Q1	936374
median	3303530
Q3	5904383.5
95-th percentile	8399231.7
Maximum	9348489
Range	9062769
Interquartile range (IQR)	4968009.5

Descriptive statistics

Standard deviation	2691570.2
Coefficient of variation (CV)	0.72620738
Kurtosis	-0.99743109
Mean	3706338.2
Median Absolute Deviation (MAD)	2416998
Skewness	0.42900565
Sum	2.7797537 × 10⁸
Variance	7.24455 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
7413222	1	1.3%
8987693	1	1.3%
1305858	1	1.3%
6713563	1	1.3%
9348489	1	1.3%
855452	1	1.3%
3604613	1	1.3%
3634091	1	1.3%
915858	1	1.3%
3969369	1	1.3%
Other values (65)	65	86.7%

Value	Count	Frequency (%)
285720	1	1.3%
412332	1	1.3%
421591	1	1.3%
518082	1	1.3%
582010	1	1.3%
630320	1	1.3%
740443	1	1.3%
748048	1	1.3%
758009	1	1.3%
769377	1	1.3%

Value	Count	Frequency (%)
9348489	1	1.3%
9091233	1	1.3%
9049544	1	1.3%
8987693	1	1.3%
8147034	1	1.3%
7949569	1	1.3%
7940030	1	1.3%
7413222	1	1.3%
7282851	1	1.3%
7231959	1	1.3%

Promotional Coupons or Credits Wagered (5)
Real number (ℝ)

High correlation Unique

Distinct	75
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1093995.7

Minimum	164324
Maximum	2996029
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	732.0 B

Quantile statistics

Minimum	164324
5-th percentile	205847.2
Q1	302536
median	883084
Q3	1849372.5
95-th percentile	2580134.9
Maximum	2996029
Range	2831705
Interquartile range (IQR)	1546836.5

Descriptive statistics

Standard deviation	832511.88
Coefficient of variation (CV)	0.76098277
Kurtosis	-0.88069387
Mean	1093995.7
Median Absolute Deviation (MAD)	615978
Skewness	0.62221504
Sum	82049678
Variance	6.9307603 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2517905	1	1.3%
2744995	1	1.3%
260578	1	1.3%
2996029	1	1.3%
2934685	1	1.3%
289925	1	1.3%
648713	1	1.3%
989043	1	1.3%
233468	1	1.3%
451851	1	1.3%
Other values (65)	65	86.7%

Value	Count	Frequency (%)
164324	1	1.3%
171541	1	1.3%
181008	1	1.3%
193355	1	1.3%
211201	1	1.3%
218504	1	1.3%
218616	1	1.3%
219855	1	1.3%
232747	1	1.3%
233468	1	1.3%

Value	Count	Frequency (%)
2996029	1	1.3%
2934685	1	1.3%
2744995	1	1.3%
2725338	1	1.3%
2517905	1	1.3%
2398934	1	1.3%
2257935	1	1.3%
2244890	1	1.3%
2199505	1	1.3%
2194575	1	1.3%

Promotional Deduction (6)
Real number (ℝ)

High correlation Unique

Distinct	75
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	758716

Minimum	71430
Maximum	1987392
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	732.0 B

Quantile statistics

Minimum	71430
5-th percentile	128483.2
Q1	199528
median	759271
Q3	1166175
95-th percentile	1762107
Maximum	1987392
Range	1915962
Interquartile range (IQR)	966647

Descriptive statistics

Standard deviation	556788.97
Coefficient of variation (CV)	0.7338569
Kurtosis	-0.9080185
Mean	758716
Median Absolute Deviation (MAD)	520049
Skewness	0.50307925
Sum	56903700
Variance	3.1001396 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1111983	1	1.3%
1348154	1	1.3%
195879	1	1.3%
1342713	1	1.3%
1869698	1	1.3%
171090	1	1.3%
648713	1	1.3%
726818	1	1.3%
183172	1	1.3%
451851	1	1.3%
Other values (65)	65	86.7%

Value	Count	Frequency (%)
71430	1	1.3%
103083	1	1.3%
105398	1	1.3%
126064	1	1.3%
129520	1	1.3%
145503	1	1.3%
153875	1	1.3%
164324	1	1.3%
166985	1	1.3%
168670	1	1.3%

Value	Count	Frequency (%)
1987392	1	1.3%
1869698	1	1.3%
1809909	1	1.3%
1787671	1	1.3%
1751151	1	1.3%
1749925	1	1.3%
1705889	1	1.3%
1629407	1	1.3%
1588006	1	1.3%
1540559	1	1.3%

Total Gross Gaming Revenue
Real number (ℝ)

High correlation Unique

Distinct	75
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2947622.2

Minimum	214290
Maximum	7639539
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	732.0 B

Quantile statistics

Minimum	214290
5-th percentile	422123.9
Q1	718457.5
median	2615404
Q3	4735385.5
95-th percentile	6734229.4
Maximum	7639539
Range	7425249
Interquartile range (IQR)	4016928

Descriptive statistics

Standard deviation	2162807.1
Coefficient of variation (CV)	0.73374638
Kurtosis	-0.91421717
Mean	2947622.2
Median Absolute Deviation (MAD)	1909880
Skewness	0.46392171
Sum	2.2107166 × 10⁸
Variance	4.6777346 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
6301239	1	1.3%
7639539	1	1.3%
1109979	1	1.3%
5370850	1	1.3%
7478791	1	1.3%
684362	1	1.3%
2955900	1	1.3%
2907273	1	1.3%
732686	1	1.3%
3517518	1	1.3%
Other values (65)	65	86.7%

Value	Count	Frequency (%)
214290	1	1.3%
309249	1	1.3%
316193	1	1.3%
388561	1	1.3%
436508	1	1.3%
504256	1	1.3%
555332	1	1.3%
561036	1	1.3%
568507	1	1.3%
609530	1	1.3%

Value	Count	Frequency (%)
7639539	1	1.3%
7478791	1	1.3%
7341308	1	1.3%
7239635	1	1.3%
6517627	1	1.3%
6352024	1	1.3%
6301239	1	1.3%
5962177	1	1.3%
5826281	1	1.3%
5785567	1	1.3%

Payment (7)
Real number (ℝ)

High correlation Unique

Distinct	75
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	405298.04

Minimum	29465
Maximum	1050437
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	732.0 B

Quantile statistics

Minimum	29465
5-th percentile	58042.1
Q1	98788
median	359618
Q3	651115.5
95-th percentile	925956.8
Maximum	1050437
Range	1020972
Interquartile range (IQR)	552327.5

Descriptive statistics

Standard deviation	297386.01
Coefficient of variation (CV)	0.73374647
Kurtosis	-0.9142163
Mean	405298.04
Median Absolute Deviation (MAD)	262608
Skewness	0.46392215
Sum	30397353
Variance	8.8438437 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
866420	1	1.3%
1050437	1	1.3%
152622	1	1.3%
738492	1	1.3%
1028334	1	1.3%
94100	1	1.3%
406436	1	1.3%
399750	1	1.3%
100744	1	1.3%
483659	1	1.3%
Other values (65)	65	86.7%

Value	Count	Frequency (%)
29465	1	1.3%
42522	1	1.3%
43477	1	1.3%
53427	1	1.3%
60020	1	1.3%
69335	1	1.3%
76358	1	1.3%
77142	1	1.3%
78170	1	1.3%
83810	1	1.3%

Value	Count	Frequency (%)
1050437	1	1.3%
1028334	1	1.3%
1009430	1	1.3%
995450	1	1.3%
896174	1	1.3%
873403	1	1.3%
866420	1	1.3%
819799	1	1.3%
801114	1	1.3%
795516	1	1.3%

Notes
Categorical

High correlation Missing

Distinct	3
Distinct (%)	42.9%
Missing	68
Missing (%)	90.7%
Memory size	4.2 KiB

8	5
9	1
8,9	1

Length

Max length	3
Median length	1
Mean length	1.2857143
Min length	1

Characters and Unicode

Total characters	9
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2 ?
Unique (%)	28.6%

Sample

1st row	9
2nd row	8
3rd row	8
4th row	8
5th row	8

Common Values

Value	Count	Frequency (%)
8	5	6.7%
9	1	1.3%
8,9	1	1.3%
(Missing)	68	90.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
8	5	71.4%
9	1	14.3%
8,9	1	14.3%

Most occurring characters

Value	Count	Frequency (%)
8	6	66.7%
9	2	22.2%
,	1	11.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	9	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
8	6	66.7%
9	2	22.2%
,	1	11.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	9	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
8	6	66.7%
9	2	22.2%
,	1	11.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	9	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
8	6	66.7%
9	2	22.2%
,	1	11.1%

	Cancelled Wagers	Federal Excise Tax (4)	Fiscal Year	Licensee	Monthly Resettlements (3)	Notes	Online Sports Wagering Win/(Loss)	Patron Winnings	Payment (7)	Promotional Coupons or Credits Wagered (5)	Promotional Deduction (6)	Total Gross Gaming Revenue	Unadjusted Monthly Gaming Revenue	Wagers
Cancelled Wagers	1.000	0.607	0.182	0.601	0.222	0.866	0.620	0.604	0.624	0.536	0.650	0.624	0.619	0.613
Federal Excise Tax (4)	0.607	1.000	0.315	0.643	0.280	0.224	0.871	0.997	0.863	0.827	0.858	0.863	0.867	0.999
Fiscal Year	0.182	0.315	1.000	0.000	0.141	1.000	0.000	0.249	0.149	0.227	0.000	0.149	0.000	0.291
Licensee	0.601	0.643	0.000	1.000	0.221	1.000	0.663	0.646	0.676	0.685	0.666	0.676	0.664	0.643
Monthly Resettlements (3)	0.222	0.280	0.141	0.221	1.000	0.000	0.144	0.291	0.143	0.176	0.138	0.143	0.140	0.268
Notes	0.866	0.224	1.000	1.000	0.000	1.000	0.000	0.224	0.000	0.387	0.632	0.000	0.000	0.224
Online Sports Wagering Win/(Loss)	0.620	0.871	0.000	0.663	0.144	0.000	1.000	0.843	0.997	0.811	0.968	0.997	1.000	0.875
Patron Winnings	0.604	0.997	0.249	0.646	0.291	0.224	0.843	1.000	0.833	0.821	0.837	0.833	0.839	0.996
Payment (7)	0.624	0.863	0.149	0.676	0.143	0.000	0.997	0.833	1.000	0.787	0.953	1.000	0.997	0.866
Promotional Coupons or Credits Wagered (5)	0.536	0.827	0.227	0.685	0.176	0.387	0.811	0.821	0.787	1.000	0.862	0.787	0.806	0.832
Promotional Deduction (6)	0.650	0.858	0.000	0.666	0.138	0.632	0.968	0.837	0.953	0.862	1.000	0.953	0.967	0.864
Total Gross Gaming Revenue	0.624	0.863	0.149	0.676	0.143	0.000	0.997	0.833	1.000	0.787	0.953	1.000	0.997	0.866
Unadjusted Monthly Gaming Revenue	0.619	0.867	0.000	0.664	0.140	0.000	1.000	0.839	0.997	0.806	0.967	0.997	1.000	0.871
Wagers	0.613	0.999	0.291	0.643	0.268	0.224	0.875	0.996	0.866	0.832	0.864	0.866	0.871	1.000

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

	Licensee	Fiscal Year	Month Ending	Wagers	Patron Winnings	Cancelled Wagers	Monthly Resettlements (3)	Online Sports Wagering Win/(Loss)	Federal Excise Tax (4)	Unadjusted Monthly Gaming Revenue	Promotional Coupons or Credits Wagered (5)	Promotional Deduction (6)	Total Gross Gaming Revenue	Payment (7)	Notes
0	MPI Master Wagering License CT, LLC	2023/24	10/31/2023 12:00:00 AM	88261046	80492445	159833	-16787	7625553	212331	7413222	2517905	1111983	6301239	866420	NaN
1	Mohegan Digital, LLC	2023/24	10/31/2023 12:00:00 AM	75578037	66242159	114432	51957	9169489	181797	8987693	2744995	1348154	7639539	1050437	NaN
2	CT Lottery Corp	2023/24	10/31/2023 12:00:00 AM	13331951	11960580	25745	6502	1339123	33265	1305858	260578	195879	1109979	152622	NaN
3	MPI Master Wagering License CT, LLC	2023/24	09/30/2023 12:00:00 AM	79064255	72235151	191177	-264510	6902437	188874	6713563	2996029	1342713	5370850	738492	NaN
4	Mohegan Digital, LLC	2023/24	09/30/2023 12:00:00 AM	75742477	66066300	219048	-72833	9529961	181472	9348489	2934685	1869698	7478791	1028334	NaN
5	CT Lottery Corp	2023/24	09/30/2023 12:00:00 AM	15417664	14480088	37899	5776	893901	38449	855452	289925	171090	684362	94100	NaN
6	MPI Master Wagering License CT, LLC	2023/24	08/31/2023 12:00:00 AM	37127221	33247151	196620	-11512	3694961	90348	3604613	648713	648713	2955900	406436	NaN
7	Mohegan Digital, LLC	2023/24	08/31/2023 12:00:00 AM	37621550	33644709	193465	58189	3725189	91098	3634091	989043	726818	2907273	399750	NaN
8	CT Lottery Corp	2023/24	08/31/2023 12:00:00 AM	10162805	9166153	45952	9550	941150	25292	915858	233468	183172	732686	100744	NaN
9	MPI Master Wagering License CT, LLC	2023/24	07/31/2023 12:00:00 AM	39969518	35703399	198949	-220	4067391	98021	3969369	451851	451851	3517518	483659	NaN

	Licensee	Fiscal Year	Month Ending	Wagers	Patron Winnings	Cancelled Wagers	Monthly Resettlements (3)	Online Sports Wagering Win/(Loss)	Federal Excise Tax (4)	Unadjusted Monthly Gaming Revenue	Promotional Coupons or Credits Wagered (5)	Promotional Deduction (6)	Total Gross Gaming Revenue	Payment (7)	Notes
65	CT Lottery Corp	2021/22	01/31/2022 12:00:00 AM	13650304	13009536	11400	13261	616107	34097	582010	289595	145503	436508	60020	NaN
66	MPI Master Wagering License CT, LLC	2021/22	12/31/2021 12:00:00 AM	68869666	64101091	358976	-4407	4414006	165577	4248429	2027294	1062107	3186322	438119	8
67	Mohegan Digital, LLC	2021/22	12/31/2021 12:00:00 AM	63315497	59439866	224237	10397	3640998	153793	3487205	1574087	871801	2615404	359618	NaN
68	CT Lottery Corp	2021/22	12/31/2021 12:00:00 AM	11385256	10542317	63768	2784	776387	28339	748048	260805	187012	561036	77142	NaN
69	MPI Master Wagering License CT, LLC	2021/22	11/30/2021 12:00:00 AM	60031024	52870165	164994	28431	6967434	143877	6823557	2045623	1705889	5117667	703679	8
70	Mohegan Digital, LLC	2021/22	11/30/2021 12:00:00 AM	58999340	50751107	127550	30748	8089935	140366	7949569	2725338	1987392	5962177	819799	NaN
71	CT Lottery Corp	2021/22	11/30/2021 12:00:00 AM	8518887	7660972	99459	-3267	761722	21279	740443	405253	185111	555332	76358	NaN
72	MPI Master Wagering License CT, LLC	2021/22	10/31/2021 12:00:00 AM	23770250	20117086	43488	-4121	3613797	53427	3560370	2119449	890092	2670277	367163	8,9
73	Mohegan Digital, LLC	2021/22	10/31/2021 12:00:00 AM	27082842	26047082	102765	58834	874160	61453	812707	2398934	203177	609530	83810	NaN
74	CT Lottery Corp	2021/22	10/31/2021 12:00:00 AM	3246536	2901339	41418	10047	293732	8013	285720	404431	71430	214290	29465	NaN

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Interactions

Correlations

Missing values

Sample